Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 2366 |
| Missing cells | 4 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 499.2 KiB |
| Average record size in memory | 216.1 B |
Variable types
| Numeric | 25 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
df_index is highly correlated with Open and 16 other fields | High correlation |
Open is highly correlated with df_index and 16 other fields | High correlation |
High is highly correlated with df_index and 16 other fields | High correlation |
Low is highly correlated with df_index and 16 other fields | High correlation |
Close is highly correlated with df_index and 16 other fields | High correlation |
Adj Close is highly correlated with df_index and 16 other fields | High correlation |
Volume is highly correlated with df_index and 16 other fields | High correlation |
EMA_9 is highly correlated with df_index and 16 other fields | High correlation |
EMA_22 is highly correlated with df_index and 16 other fields | High correlation |
SMA_5 is highly correlated with df_index and 16 other fields | High correlation |
SMA_10 is highly correlated with df_index and 16 other fields | High correlation |
SMA_15 is highly correlated with df_index and 16 other fields | High correlation |
SMA_30 is highly correlated with df_index and 16 other fields | High correlation |
RSI is highly correlated with MACD and 1 other fields | High correlation |
MACD is highly correlated with RSI and 2 other fields | High correlation |
MACD_signal is highly correlated with RSI and 2 other fields | High correlation |
PriceDiff is highly correlated with Return and 2 other fields | High correlation |
Return is highly correlated with PriceDiff and 2 other fields | High correlation |
ma50 is highly correlated with df_index and 16 other fields | High correlation |
MA10 is highly correlated with df_index and 16 other fields | High correlation |
MA50 is highly correlated with df_index and 16 other fields | High correlation |
Shares is highly correlated with MACD and 1 other fields | High correlation |
Close1 is highly correlated with df_index and 16 other fields | High correlation |
Profit is highly correlated with PriceDiff and 2 other fields | High correlation |
wealth is highly correlated with df_index and 16 other fields | High correlation |
LogReturn is highly correlated with PriceDiff and 2 other fields | High correlation |
df_index is highly correlated with Open and 15 other fields | High correlation |
Open is highly correlated with df_index and 15 other fields | High correlation |
High is highly correlated with df_index and 16 other fields | High correlation |
Low is highly correlated with df_index and 15 other fields | High correlation |
Close is highly correlated with df_index and 15 other fields | High correlation |
Adj Close is highly correlated with df_index and 15 other fields | High correlation |
Volume is highly correlated with High | High correlation |
EMA_9 is highly correlated with df_index and 15 other fields | High correlation |
EMA_22 is highly correlated with df_index and 15 other fields | High correlation |
SMA_5 is highly correlated with df_index and 15 other fields | High correlation |
SMA_10 is highly correlated with df_index and 15 other fields | High correlation |
SMA_15 is highly correlated with df_index and 15 other fields | High correlation |
SMA_30 is highly correlated with df_index and 15 other fields | High correlation |
RSI is highly correlated with MACD | High correlation |
MACD is highly correlated with RSI and 2 other fields | High correlation |
MACD_signal is highly correlated with MACD and 1 other fields | High correlation |
PriceDiff is highly correlated with Return and 2 other fields | High correlation |
Return is highly correlated with PriceDiff and 2 other fields | High correlation |
ma50 is highly correlated with df_index and 15 other fields | High correlation |
MA10 is highly correlated with df_index and 15 other fields | High correlation |
MA50 is highly correlated with df_index and 15 other fields | High correlation |
Shares is highly correlated with MACD and 1 other fields | High correlation |
Close1 is highly correlated with df_index and 15 other fields | High correlation |
Profit is highly correlated with PriceDiff and 2 other fields | High correlation |
wealth is highly correlated with df_index and 15 other fields | High correlation |
LogReturn is highly correlated with PriceDiff and 2 other fields | High correlation |
df_index is highly correlated with Open and 14 other fields | High correlation |
Open is highly correlated with df_index and 15 other fields | High correlation |
High is highly correlated with df_index and 15 other fields | High correlation |
Low is highly correlated with df_index and 15 other fields | High correlation |
Close is highly correlated with df_index and 15 other fields | High correlation |
Adj Close is highly correlated with df_index and 15 other fields | High correlation |
EMA_9 is highly correlated with df_index and 15 other fields | High correlation |
EMA_22 is highly correlated with df_index and 15 other fields | High correlation |
SMA_5 is highly correlated with df_index and 15 other fields | High correlation |
SMA_10 is highly correlated with df_index and 15 other fields | High correlation |
SMA_15 is highly correlated with df_index and 15 other fields | High correlation |
SMA_30 is highly correlated with df_index and 15 other fields | High correlation |
RSI is highly correlated with MACD | High correlation |
MACD is highly correlated with RSI and 2 other fields | High correlation |
MACD_signal is highly correlated with MACD and 1 other fields | High correlation |
PriceDiff is highly correlated with Return and 2 other fields | High correlation |
Return is highly correlated with PriceDiff and 2 other fields | High correlation |
ma50 is highly correlated with df_index and 15 other fields | High correlation |
MA10 is highly correlated with df_index and 15 other fields | High correlation |
MA50 is highly correlated with df_index and 15 other fields | High correlation |
Shares is highly correlated with MACD and 1 other fields | High correlation |
Close1 is highly correlated with df_index and 15 other fields | High correlation |
Profit is highly correlated with PriceDiff and 2 other fields | High correlation |
wealth is highly correlated with Open and 14 other fields | High correlation |
LogReturn is highly correlated with PriceDiff and 2 other fields | High correlation |
df_index is highly correlated with Open and 18 other fields | High correlation |
Open is highly correlated with df_index and 20 other fields | High correlation |
High is highly correlated with df_index and 20 other fields | High correlation |
Low is highly correlated with df_index and 20 other fields | High correlation |
Close is highly correlated with df_index and 20 other fields | High correlation |
Adj Close is highly correlated with df_index and 20 other fields | High correlation |
Volume is highly correlated with df_index and 18 other fields | High correlation |
EMA_9 is highly correlated with df_index and 19 other fields | High correlation |
EMA_22 is highly correlated with df_index and 19 other fields | High correlation |
SMA_5 is highly correlated with df_index and 19 other fields | High correlation |
SMA_10 is highly correlated with df_index and 19 other fields | High correlation |
SMA_15 is highly correlated with df_index and 19 other fields | High correlation |
SMA_30 is highly correlated with df_index and 19 other fields | High correlation |
RSI is highly correlated with MACD and 2 other fields | High correlation |
MACD is highly correlated with df_index and 22 other fields | High correlation |
MACD_signal is highly correlated with df_index and 21 other fields | High correlation |
PriceDiff is highly correlated with Open and 10 other fields | High correlation |
Return is highly correlated with PriceDiff and 2 other fields | High correlation |
ma50 is highly correlated with df_index and 19 other fields | High correlation |
MA10 is highly correlated with df_index and 19 other fields | High correlation |
MA50 is highly correlated with df_index and 19 other fields | High correlation |
Shares is highly correlated with RSI and 3 other fields | High correlation |
Close1 is highly correlated with df_index and 20 other fields | High correlation |
Profit is highly correlated with Open and 21 other fields | High correlation |
wealth is highly correlated with df_index and 20 other fields | High correlation |
LogReturn is highly correlated with PriceDiff and 2 other fields | High correlation |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
Date has unique values | Unique |
EMA_9 has unique values | Unique |
EMA_22 has unique values | Unique |
MACD has unique values | Unique |
MACD_signal has unique values | Unique |
Profit has 1030 (43.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-24 19:04:25.564356 |
|---|---|
| Analysis finished | 2022-06-24 19:05:09.608706 |
| Duration | 44.04 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 2366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1231.5 |
| Minimum | 49 |
|---|---|
| Maximum | 2414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 167.25 |
| Q1 | 640.25 |
| median | 1231.5 |
| Q3 | 1822.75 |
| 95-th percentile | 2295.75 |
| Maximum | 2414 |
| Range | 2365 |
| Interquartile range (IQR) | 1182.5 |
Descriptive statistics
| Standard deviation | 683.1496908 |
|---|---|
| Coefficient of variation (CV) | 0.554729753 |
| Kurtosis | -1.2 |
| Mean | 1231.5 |
| Median Absolute Deviation (MAD) | 591.5 |
| Skewness | 0 |
| Sum | 2913729 |
| Variance | 466693.5 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 1638 | 1 | < 0.1% |
| 1622 | 1 | < 0.1% |
| 1623 | 1 | < 0.1% |
| 1624 | 1 | < 0.1% |
| 1625 | 1 | < 0.1% |
| 1626 | 1 | < 0.1% |
| 1627 | 1 | < 0.1% |
| 1628 | 1 | < 0.1% |
| 1629 | 1 | < 0.1% |
| Other values (2356) | 2356 |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 50 | 1 | |
| 51 | 1 | |
| 52 | 1 | |
| 53 | 1 | |
| 54 | 1 | |
| 55 | 1 | |
| 56 | 1 | |
| 57 | 1 | |
| 58 | 1 |
| Value | Count | Frequency (%) |
| 2414 | 1 | |
| 2413 | 1 | |
| 2412 | 1 | |
| 2411 | 1 | |
| 2410 | 1 | |
| 2409 | 1 | |
| 2408 | 1 | |
| 2407 | 1 | |
| 2406 | 1 | |
| 2405 | 1 |
| Distinct | 2366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 KiB |
| Minimum | 2010-09-08 00:00:00 |
|---|---|
| Maximum | 2020-01-31 00:00:00 |
| Distinct | 2091 |
|---|---|
| Distinct (%) | 88.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.5095521 |
| Minimum | 19.889999 |
|---|---|
| Maximum | 640 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.889999 |
|---|---|
| 5-th percentile | 24.8725005 |
| Q1 | 35.284999 |
| median | 215.4300005 |
| Q3 | 268.737503 |
| 95-th percentile | 352.3899918 |
| Maximum | 640 |
| Range | 620.110001 |
| Interquartile range (IQR) | 233.452504 |
Descriptive statistics
| Standard deviation | 117.1033283 |
|---|---|
| Coefficient of variation (CV) | 0.6179283685 |
| Kurtosis | -0.7572353672 |
| Mean | 189.5095521 |
| Median Absolute Deviation (MAD) | 85.4699935 |
| Skewness | -0.06945305606 |
| Sum | 448379.6002 |
| Variance | 13713.18951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 6 | 0.3% |
| 28 | 6 | 0.3% |
| 220 | 5 | 0.2% |
| 28.5 | 5 | 0.2% |
| 33.5 | 4 | 0.2% |
| 26.9 | 4 | 0.2% |
| 360 | 4 | 0.2% |
| 150 | 4 | 0.2% |
| 230 | 4 | 0.2% |
| 35 | 3 | 0.1% |
| Other values (2081) | 2321 |
| Value | Count | Frequency (%) |
| 19.889999 | 1 | |
| 19.950001 | 1 | |
| 20.16 | 1 | |
| 20.200001 | 2 | |
| 20.4 | 1 | |
| 20.43 | 2 | |
| 20.440001 | 1 | |
| 20.52 | 1 | |
| 20.540001 | 1 | |
| 20.57 | 1 |
| Value | Count | Frequency (%) |
| 640 | 1 | |
| 632.419983 | 1 | |
| 575.690002 | 1 | |
| 571.890015 | 1 | |
| 570.630005 | 1 | |
| 568.48999 | 1 | |
| 564.25 | 1 | |
| 544.26001 | 1 | |
| 541.98999 | 1 | |
| 530.25 | 1 |
| Distinct | 2090 |
|---|---|
| Distinct (%) | 88.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.8249112 |
| Minimum | 20.139999 |
|---|---|
| Maximum | 653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 20.139999 |
|---|---|
| 5-th percentile | 25.41000025 |
| Q1 | 36.01500025 |
| median | 218.885002 |
| Q3 | 272.4649963 |
| 95-th percentile | 357.1174927 |
| Maximum | 653 |
| Range | 632.860001 |
| Interquartile range (IQR) | 236.449996 |
Descriptive statistics
| Standard deviation | 119.0439417 |
|---|---|
| Coefficient of variation (CV) | 0.6173680619 |
| Kurtosis | -0.7251669577 |
| Mean | 192.8249112 |
| Median Absolute Deviation (MAD) | 87.564995 |
| Skewness | -0.06311510107 |
| Sum | 456223.7398 |
| Variance | 14171.46005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.5 | 7 | 0.3% |
| 30 | 7 | 0.3% |
| 28 | 7 | 0.3% |
| 27 | 6 | 0.3% |
| 34.799999 | 5 | 0.2% |
| 28.5 | 4 | 0.2% |
| 29.889999 | 4 | 0.2% |
| 34.400002 | 4 | 0.2% |
| 32 | 4 | 0.2% |
| 29.700001 | 4 | 0.2% |
| Other values (2080) | 2314 |
| Value | Count | Frequency (%) |
| 20.139999 | 1 | |
| 20.190001 | 1 | |
| 20.280001 | 1 | |
| 20.41 | 1 | |
| 20.639999 | 2 | |
| 20.690001 | 1 | |
| 20.700001 | 1 | |
| 20.75 | 1 | |
| 20.790001 | 1 | |
| 20.809999 | 1 |
| Value | Count | Frequency (%) |
| 653 | 1 | |
| 650.880005 | 1 | |
| 594.5 | 1 | |
| 589.799988 | 1 | |
| 582 | 1 | |
| 576.809998 | 1 | |
| 573.859985 | 1 | |
| 564.440002 | 1 | |
| 548.580017 | 1 | |
| 547.409973 | 1 |
| Distinct | 2098 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186.1015469 |
| Minimum | 19.5 |
|---|---|
| Maximum | 632.52002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.5 |
|---|---|
| 5-th percentile | 24.049999 |
| Q1 | 34.75749975 |
| median | 211.0650025 |
| Q3 | 264.1124955 |
| 95-th percentile | 346.1074903 |
| Maximum | 632.52002 |
| Range | 613.02002 |
| Interquartile range (IQR) | 229.3549958 |
Descriptive statistics
| Standard deviation | 115.2239076 |
|---|---|
| Coefficient of variation (CV) | 0.6191453512 |
| Kurtosis | -0.7615718965 |
| Mean | 186.1015469 |
| Median Absolute Deviation (MAD) | 84.1849975 |
| Skewness | -0.06712693957 |
| Sum | 440316.26 |
| Variance | 13276.54889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.299999 | 6 | 0.3% |
| 28 | 6 | 0.3% |
| 203 | 5 | 0.2% |
| 26.5 | 4 | 0.2% |
| 215 | 4 | 0.2% |
| 28.549999 | 4 | 0.2% |
| 27.799999 | 4 | 0.2% |
| 29.5 | 4 | 0.2% |
| 33.5 | 4 | 0.2% |
| 29 | 4 | 0.2% |
| Other values (2088) | 2321 |
| Value | Count | Frequency (%) |
| 19.5 | 1 | |
| 19.65 | 1 | |
| 19.76 | 1 | |
| 19.799999 | 2 | |
| 20 | 1 | |
| 20.030001 | 1 | |
| 20.040001 | 1 | |
| 20.049999 | 1 | |
| 20.07 | 1 | |
| 20.16 | 1 |
| Value | Count | Frequency (%) |
| 632.52002 | 1 | |
| 618 | 1 | |
| 567.429993 | 1 | |
| 559.099976 | 1 | |
| 558.080017 | 1 | |
| 555.599976 | 1 | |
| 554.26001 | 1 | |
| 539.280029 | 1 | |
| 528.409973 | 1 | |
| 524.900024 | 1 |
| Distinct | 2184 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.6028911 |
| Minimum | 19.559999 |
|---|---|
| Maximum | 650.570007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.559999 |
|---|---|
| 5-th percentile | 24.75 |
| Q1 | 35.32 |
| median | 215.465004 |
| Q3 | 268.1650088 |
| 95-th percentile | 351.519997 |
| Maximum | 650.570007 |
| Range | 631.010008 |
| Interquartile range (IQR) | 232.8450088 |
Descriptive statistics
| Standard deviation | 117.2995085 |
|---|---|
| Coefficient of variation (CV) | 0.6186588604 |
| Kurtosis | -0.7254011027 |
| Mean | 189.6028911 |
| Median Absolute Deviation (MAD) | 85.580002 |
| Skewness | -0.05966702241 |
| Sum | 448600.4403 |
| Variance | 13759.1747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.42 | 4 | 0.2% |
| 33.900002 | 3 | 0.1% |
| 23.25 | 3 | 0.1% |
| 32.459999 | 3 | 0.1% |
| 26.5 | 3 | 0.1% |
| 31.84 | 3 | 0.1% |
| 31.49 | 3 | 0.1% |
| 210.089996 | 3 | 0.1% |
| 27.879999 | 3 | 0.1% |
| 26.959999 | 3 | 0.1% |
| Other values (2174) | 2335 |
| Value | Count | Frequency (%) |
| 19.559999 | 1 | |
| 19.870001 | 1 | |
| 20.049999 | 1 | |
| 20.1 | 1 | |
| 20.17 | 1 | |
| 20.23 | 2 | |
| 20.24 | 2 | |
| 20.41 | 1 | |
| 20.43 | 2 | |
| 20.459999 | 1 |
| Value | Count | Frequency (%) |
| 650.570007 | 1 | |
| 640.809998 | 1 | |
| 580.98999 | 1 | |
| 572.200012 | 1 | |
| 569.559998 | 1 | |
| 566.900024 | 1 | |
| 564.820007 | 1 | |
| 558.02002 | 1 | |
| 547.200012 | 1 | |
| 537.919983 | 1 |
| Distinct | 2184 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.6028911 |
| Minimum | 19.559999 |
|---|---|
| Maximum | 650.570007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.559999 |
|---|---|
| 5-th percentile | 24.75 |
| Q1 | 35.32 |
| median | 215.465004 |
| Q3 | 268.1650088 |
| 95-th percentile | 351.519997 |
| Maximum | 650.570007 |
| Range | 631.010008 |
| Interquartile range (IQR) | 232.8450088 |
Descriptive statistics
| Standard deviation | 117.2995085 |
|---|---|
| Coefficient of variation (CV) | 0.6186588604 |
| Kurtosis | -0.7254011027 |
| Mean | 189.6028911 |
| Median Absolute Deviation (MAD) | 85.580002 |
| Skewness | -0.05966702241 |
| Sum | 448600.4403 |
| Variance | 13759.1747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.42 | 4 | 0.2% |
| 33.900002 | 3 | 0.1% |
| 23.25 | 3 | 0.1% |
| 32.459999 | 3 | 0.1% |
| 26.5 | 3 | 0.1% |
| 31.84 | 3 | 0.1% |
| 31.49 | 3 | 0.1% |
| 210.089996 | 3 | 0.1% |
| 27.879999 | 3 | 0.1% |
| 26.959999 | 3 | 0.1% |
| Other values (2174) | 2335 |
| Value | Count | Frequency (%) |
| 19.559999 | 1 | |
| 19.870001 | 1 | |
| 20.049999 | 1 | |
| 20.1 | 1 | |
| 20.17 | 1 | |
| 20.23 | 2 | |
| 20.24 | 2 | |
| 20.41 | 1 | |
| 20.43 | 2 | |
| 20.459999 | 1 |
| Value | Count | Frequency (%) |
| 650.570007 | 1 | |
| 640.809998 | 1 | |
| 580.98999 | 1 | |
| 572.200012 | 1 | |
| 569.559998 | 1 | |
| 566.900024 | 1 | |
| 564.820007 | 1 | |
| 558.02002 | 1 | |
| 547.200012 | 1 | |
| 537.919983 | 1 |
| Distinct | 2341 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5621049.535 |
| Minimum | 118500 |
|---|---|
| Maximum | 37163900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 118500 |
|---|---|
| 5-th percentile | 659250 |
| Q1 | 2018450 |
| median | 4650500 |
| Q3 | 7393575 |
| 95-th percentile | 14749550 |
| Maximum | 37163900 |
| Range | 37045400 |
| Interquartile range (IQR) | 5375125 |
Descriptive statistics
| Standard deviation | 4915722.537 |
|---|---|
| Coefficient of variation (CV) | 0.8745204088 |
| Kurtosis | 6.005680015 |
| Mean | 5621049.535 |
| Median Absolute Deviation (MAD) | 2693000 |
| Skewness | 2.026966731 |
| Sum | 1.32994032 × 1010 |
| Variance | 2.416432807 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3266300 | 2 | 0.1% |
| 2222600 | 2 | 0.1% |
| 999700 | 2 | 0.1% |
| 3219600 | 2 | 0.1% |
| 986300 | 2 | 0.1% |
| 729300 | 2 | 0.1% |
| 1160100 | 2 | 0.1% |
| 7995000 | 2 | 0.1% |
| 953700 | 2 | 0.1% |
| 5672300 | 2 | 0.1% |
| Other values (2331) | 2346 |
| Value | Count | Frequency (%) |
| 118500 | 1 | |
| 141000 | 1 | |
| 161100 | 1 | |
| 162800 | 1 | |
| 171200 | 1 | |
| 224200 | 1 | |
| 239600 | 1 | |
| 244000 | 1 | |
| 245200 | 1 | |
| 267800 | 1 |
| Value | Count | Frequency (%) |
| 37163900 | 1 | |
| 33649700 | 1 | |
| 32681700 | 1 | |
| 32371900 | 1 | |
| 31369000 | 1 | |
| 31144300 | 1 | |
| 31071700 | 1 | |
| 30875800 | 1 | |
| 30006100 | 1 | |
| 29720900 | 1 |
| Distinct | 2366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.3908184 |
| Minimum | 19.95223772 |
|---|---|
| Maximum | 531.4156219 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.95223772 |
|---|---|
| 5-th percentile | 24.95603587 |
| Q1 | 35.02950885 |
| median | 217.5087516 |
| Q3 | 267.1492058 |
| 95-th percentile | 343.1525238 |
| Maximum | 531.4156219 |
| Range | 511.4633842 |
| Interquartile range (IQR) | 232.1196969 |
Descriptive statistics
| Standard deviation | 114.5777265 |
|---|---|
| Coefficient of variation (CV) | 0.6114372488 |
| Kurtosis | -1.112504315 |
| Mean | 187.3908184 |
| Median Absolute Deviation (MAD) | 81.69561714 |
| Skewness | -0.2000969491 |
| Sum | 443366.6763 |
| Variance | 13128.0554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.95223772 | 1 | < 0.1% |
| 203.3609263 | 1 | < 0.1% |
| 189.0240304 | 1 | < 0.1% |
| 188.7066279 | 1 | < 0.1% |
| 189.1509645 | 1 | < 0.1% |
| 189.4648674 | 1 | < 0.1% |
| 189.7363799 | 1 | < 0.1% |
| 190.0057413 | 1 | < 0.1% |
| 190.8201665 | 1 | < 0.1% |
| 191.6071501 | 1 | < 0.1% |
| Other values (2356) | 2356 |
| Value | Count | Frequency (%) |
| 19.95223772 | 1 | |
| 20.04750494 | 1 | |
| 20.11406307 | 1 | |
| 20.11968021 | 1 | |
| 20.17993848 | 1 | |
| 20.27426369 | 1 | |
| 20.36197829 | 1 | |
| 20.3788026 | 1 | |
| 20.39113414 | 1 | |
| 20.445358 | 1 |
| Value | Count | Frequency (%) |
| 531.4156219 | 1 | |
| 519.2606913 | 1 | |
| 512.4018803 | 1 | |
| 506.346531 | 1 | |
| 500.6050322 | 1 | |
| 493.470035 | 1 | |
| 484.7222598 | 1 | |
| 475.2958444 | 1 | |
| 467.3064925 | 1 | |
| 462.5072139 | 1 |
| Distinct | 2366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.2329488 |
| Minimum | 19.8277026 |
|---|---|
| Maximum | 461.2584611 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.8277026 |
|---|---|
| 5-th percentile | 25.23426362 |
| Q1 | 33.96091138 |
| median | 216.7243318 |
| Q3 | 260.8308672 |
| 95-th percentile | 336.2764873 |
| Maximum | 461.2584611 |
| Range | 441.4307585 |
| Interquartile range (IQR) | 226.8699559 |
Descriptive statistics
| Standard deviation | 112.8901979 |
|---|---|
| Coefficient of variation (CV) | 0.6094498771 |
| Kurtosis | -1.261492465 |
| Mean | 185.2329488 |
| Median Absolute Deviation (MAD) | 86.68017076 |
| Skewness | -0.2663350512 |
| Sum | 438261.1569 |
| Variance | 12744.19678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.8277026 | 1 | < 0.1% |
| 199.0861228 | 1 | < 0.1% |
| 193.9628356 | 1 | < 0.1% |
| 193.6101039 | 1 | < 0.1% |
| 193.5900991 | 1 | < 0.1% |
| 193.5335728 | 1 | < 0.1% |
| 193.4747215 | 1 | < 0.1% |
| 193.4292985 | 1 | < 0.1% |
| 193.6345461 | 1 | < 0.1% |
| 193.8543485 | 1 | < 0.1% |
| Other values (2356) | 2356 |
| Value | Count | Frequency (%) |
| 19.8277026 | 1 | |
| 19.87998824 | 1 | |
| 19.92024724 | 1 | |
| 19.93230072 | 1 | |
| 19.97013534 | 1 | |
| 20.02511519 | 1 | |
| 20.11818281 | 1 | |
| 20.15714681 | 1 | |
| 20.16058738 | 1 | |
| 20.17847633 | 1 |
| Value | Count | Frequency (%) |
| 461.2584611 | 1 | |
| 453.0970276 | 1 | |
| 447.2837111 | 1 | |
| 441.846606 | 1 | |
| 436.5659963 | 1 | |
| 430.7362685 | 1 | |
| 424.3060984 | 1 | |
| 417.7036484 | 1 | |
| 411.81745 | 1 | |
| 407.3318796 | 1 |
| Distinct | 2357 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.8471497 |
| Minimum | 20.1660002 |
|---|---|
| Maximum | 582.3080078 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 20.1660002 |
|---|---|
| 5-th percentile | 24.75000025 |
| Q1 | 35.34250045 |
| median | 215.5419998 |
| Q3 | 269.5650093 |
| 95-th percentile | 349.533998 |
| Maximum | 582.3080078 |
| Range | 562.1420076 |
| Interquartile range (IQR) | 234.2225088 |
Descriptive statistics
| Standard deviation | 116.3061465 |
|---|---|
| Coefficient of variation (CV) | 0.6158745138 |
| Kurtosis | -0.9074756951 |
| Mean | 188.8471497 |
| Median Absolute Deviation (MAD) | 86.0309952 |
| Skewness | -0.1166701007 |
| Sum | 446812.3563 |
| Variance | 13527.11972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 230.6819978 | 2 | 0.1% |
| 218.5399994 | 2 | 0.1% |
| 28.646 | 2 | 0.1% |
| 34.182 | 2 | 0.1% |
| 227.3379974 | 2 | 0.1% |
| 28.8039996 | 2 | 0.1% |
| 28.27 | 2 | 0.1% |
| 20.444 | 2 | 0.1% |
| 229.6799958 | 2 | 0.1% |
| 203.8579986 | 1 | < 0.1% |
| Other values (2347) | 2347 |
| Value | Count | Frequency (%) |
| 20.1660002 | 1 | |
| 20.2719998 | 1 | |
| 20.2920002 | 1 | |
| 20.2979998 | 1 | |
| 20.3599998 | 1 | |
| 20.3760002 | 1 | |
| 20.4220002 | 1 | |
| 20.4400002 | 1 | |
| 20.444 | 2 | |
| 20.4600004 | 1 |
| Value | Count | Frequency (%) |
| 582.3080078 | 1 | |
| 568.5860106 | 1 | |
| 566.3000122 | 1 | |
| 562.3600098 | 1 | |
| 552.8560058 | 1 | |
| 542.5900024 | 1 | |
| 531.85 | 1 | |
| 525.521997 | 1 | |
| 521.0539916 | 1 | |
| 514.5839904 | 1 |
| Distinct | 2358 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.2696683 |
| Minimum | 20.1000003 |
|---|---|
| Maximum | 562.4490051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 20.1000003 |
|---|---|
| 5-th percentile | 24.8157497 |
| Q1 | 35.4535007 |
| median | 215.5784989 |
| Q3 | 269.1400063 |
| 95-th percentile | 347.9527529 |
| Maximum | 562.4490051 |
| Range | 542.3490048 |
| Interquartile range (IQR) | 233.6865056 |
Descriptive statistics
| Standard deviation | 115.627958 |
|---|---|
| Coefficient of variation (CV) | 0.6141613731 |
| Kurtosis | -1.00109951 |
| Mean | 188.2696683 |
| Median Absolute Deviation (MAD) | 85.35950125 |
| Skewness | -0.151437585 |
| Sum | 445446.0353 |
| Variance | 13369.82467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.6440001 | 3 | 0.1% |
| 29.0859999 | 2 | 0.1% |
| 29.85 | 2 | 0.1% |
| 20.69 | 2 | 0.1% |
| 22.6999999 | 2 | 0.1% |
| 28.1120002 | 2 | 0.1% |
| 27.3150005 | 2 | 0.1% |
| 195.5539978 | 1 | < 0.1% |
| 189.3599976 | 1 | < 0.1% |
| 190.2889984 | 1 | < 0.1% |
| Other values (2348) | 2348 |
| Value | Count | Frequency (%) |
| 20.1000003 | 1 | |
| 20.2700002 | 1 | |
| 20.3510001 | 1 | |
| 20.391 | 1 | |
| 20.3930001 | 1 | |
| 20.4100001 | 1 | |
| 20.4420001 | 1 | |
| 20.471 | 1 | |
| 20.4949999 | 1 | |
| 20.4980002 | 1 |
| Value | Count | Frequency (%) |
| 562.4490051 | 1 | |
| 550.2180053 | 1 | |
| 545.9110046 | 1 | |
| 541.7070007 | 1 | |
| 533.7199981 | 1 | |
| 525.371997 | 1 | |
| 517.3659973 | 1 | |
| 507.3159973 | 1 | |
| 497.749997 | 1 | |
| 491.000998 | 1 |
| Distinct | 2365 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.7195473 |
| Minimum | 19.7960002 |
|---|---|
| Maximum | 544.3506673 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.7960002 |
|---|---|
| 5-th percentile | 24.66833313 |
| Q1 | 35.3511669 |
| median | 215.9653336 |
| Q3 | 267.818836 |
| 95-th percentile | 346.3631694 |
| Maximum | 544.3506673 |
| Range | 524.5546671 |
| Interquartile range (IQR) | 232.4676691 |
Descriptive statistics
| Standard deviation | 115.0311458 |
|---|---|
| Coefficient of variation (CV) | 0.6127819262 |
| Kurtosis | -1.078100094 |
| Mean | 187.7195473 |
| Median Absolute Deviation (MAD) | 84.8153336 |
| Skewness | -0.1810959444 |
| Sum | 444144.4489 |
| Variance | 13232.1645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 128.4159993 | 2 | 0.1% |
| 19.7960002 | 1 | < 0.1% |
| 191.1846649 | 1 | < 0.1% |
| 187.5700001 | 1 | < 0.1% |
| 187.8633341 | 1 | < 0.1% |
| 188.4886667 | 1 | < 0.1% |
| 189.0460001 | 1 | < 0.1% |
| 189.280666 | 1 | < 0.1% |
| 189.7746653 | 1 | < 0.1% |
| 190.6833313 | 1 | < 0.1% |
| Other values (2355) | 2355 |
| Value | Count | Frequency (%) |
| 19.7960002 | 1 | |
| 19.91266687 | 1 | |
| 20.04200013 | 1 | |
| 20.13400007 | 1 | |
| 20.242 | 1 | |
| 20.30800013 | 1 | |
| 20.4933334 | 1 | |
| 20.51200007 | 1 | |
| 20.53333333 | 1 | |
| 20.53466673 | 1 |
| Value | Count | Frequency (%) |
| 544.3506673 | 1 | |
| 534.4393351 | 1 | |
| 526.9773356 | 1 | |
| 519.2866679 | 1 | |
| 511.6193339 | 1 | |
| 502.6486675 | 1 | |
| 492.3906658 | 1 | |
| 482.0666667 | 1 | |
| 474.2786663 | 1 | |
| 468.9746664 | 1 |
| Distinct | 2365 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186.2386728 |
| Minimum | 19.79666687 |
|---|---|
| Maximum | 485.7286682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.79666687 |
|---|---|
| 5-th percentile | 24.64133321 |
| Q1 | 34.89941703 |
| median | 216.2111654 |
| Q3 | 265.3990007 |
| 95-th percentile | 343.7774162 |
| Maximum | 485.7286682 |
| Range | 465.9320014 |
| Interquartile range (IQR) | 230.4995836 |
Descriptive statistics
| Standard deviation | 113.7092129 |
|---|---|
| Coefficient of variation (CV) | 0.6105563962 |
| Kurtosis | -1.220187561 |
| Mean | 186.2386728 |
| Median Absolute Deviation (MAD) | 84.52833345 |
| Skewness | -0.2400790306 |
| Sum | 440640.6999 |
| Variance | 12929.7851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.36933347 | 2 | 0.1% |
| 189.7989995 | 1 | < 0.1% |
| 190.4866668 | 1 | < 0.1% |
| 190.1803334 | 1 | < 0.1% |
| 189.8486664 | 1 | < 0.1% |
| 189.454333 | 1 | < 0.1% |
| 189.2029994 | 1 | < 0.1% |
| 189.2169993 | 1 | < 0.1% |
| 189.4803329 | 1 | < 0.1% |
| 19.79666687 | 1 | < 0.1% |
| Other values (2355) | 2355 |
| Value | Count | Frequency (%) |
| 19.79666687 | 1 | |
| 19.80200023 | 1 | |
| 19.80800023 | 1 | |
| 19.80833357 | 1 | |
| 19.81766683 | 1 | |
| 19.8250002 | 1 | |
| 19.82800017 | 1 | |
| 19.83466687 | 1 | |
| 19.83566683 | 1 | |
| 19.8666668 | 1 |
| Value | Count | Frequency (%) |
| 485.7286682 | 1 | |
| 477.0850016 | 1 | |
| 469.6650025 | 1 | |
| 462.7576681 | 1 | |
| 455.9136678 | 1 | |
| 448.7143341 | 1 | |
| 440.958667 | 1 | |
| 433.1696676 | 1 | |
| 425.9420004 | 1 | |
| 420.0263337 | 1 |
| Distinct | 2365 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.41638976 |
| Minimum | 5.139192883 |
|---|---|
| Maximum | 96.48702173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 5.139192883 |
|---|---|
| 5-th percentile | 24.58221055 |
| Q1 | 40.71534691 |
| median | 53.45777919 |
| Q3 | 65.92686048 |
| 95-th percentile | 81.91899831 |
| Maximum | 96.48702173 |
| Range | 91.34782884 |
| Interquartile range (IQR) | 25.21151356 |
Descriptive statistics
| Standard deviation | 17.31683346 |
|---|---|
| Coefficient of variation (CV) | 0.3241857702 |
| Kurtosis | -0.5836562365 |
| Mean | 53.41638976 |
| Median Absolute Deviation (MAD) | 12.62923948 |
| Skewness | -0.01001788646 |
| Sum | 126383.1782 |
| Variance | 299.872721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45.42371962 | 2 | 0.1% |
| 67.14978055 | 1 | < 0.1% |
| 57.63241183 | 1 | < 0.1% |
| 53.95510056 | 1 | < 0.1% |
| 58.45136202 | 1 | < 0.1% |
| 59.3920618 | 1 | < 0.1% |
| 58.47498753 | 1 | < 0.1% |
| 56.98113848 | 1 | < 0.1% |
| 51.24499096 | 1 | < 0.1% |
| 68.57706114 | 1 | < 0.1% |
| Other values (2355) | 2355 |
| Value | Count | Frequency (%) |
| 5.139192883 | 1 | |
| 8.304022082 | 1 | |
| 9.819744375 | 1 | |
| 9.971558214 | 1 | |
| 10.05449041 | 1 | |
| 10.48444995 | 1 | |
| 10.72095597 | 1 | |
| 10.82170958 | 1 | |
| 10.97274211 | 1 | |
| 11.0999561 | 1 |
| Value | Count | Frequency (%) |
| 96.48702173 | 1 | |
| 95.77561604 | 1 | |
| 93.85581803 | 1 | |
| 92.7402943 | 1 | |
| 92.56536754 | 1 | |
| 92.07896544 | 1 | |
| 91.78290559 | 1 | |
| 91.52113984 | 1 | |
| 91.41547601 | 1 | |
| 91.05193085 | 1 |
| Distinct | 2366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.35385321 |
| Minimum | -18.8518728 |
|---|---|
| Maximum | 53.24119947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1040 |
| Negative (%) | 44.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -18.8518728 |
|---|---|
| 5-th percentile | -8.882139464 |
| Q1 | -2.238874557 |
| median | 0.3294545907 |
| Q3 | 4.162748631 |
| 95-th percentile | 12.94405529 |
| Maximum | 53.24119947 |
| Range | 72.09307227 |
| Interquartile range (IQR) | 6.401623187 |
Descriptive statistics
| Standard deviation | 7.381338981 |
|---|---|
| Coefficient of variation (CV) | 5.452096967 |
| Kurtosis | 6.975891862 |
| Mean | 1.35385321 |
| Median Absolute Deviation (MAD) | 3.075705825 |
| Skewness | 1.544114853 |
| Sum | 3203.216695 |
| Variance | 54.48416515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.287314622 | 1 | < 0.1% |
| 6.572626839 | 1 | < 0.1% |
| -2.453278664 | 1 | < 0.1% |
| -1.823687751 | 1 | < 0.1% |
| -1.378239819 | 1 | < 0.1% |
| -1.022310644 | 1 | < 0.1% |
| -0.7118554703 | 1 | < 0.1% |
| -0.004212671047 | 1 | < 0.1% |
| 0.5933338944 | 1 | < 0.1% |
| 0.9661885096 | 1 | < 0.1% |
| Other values (2356) | 2356 |
| Value | Count | Frequency (%) |
| -18.8518728 | 1 | |
| -18.5044901 | 1 | |
| -18.4864513 | 1 | |
| -18.3814016 | 1 | |
| -18.29151746 | 1 | |
| -18.077716 | 1 | |
| -18.02458454 | 1 | |
| -17.75626962 | 1 | |
| -17.4237695 | 1 | |
| -17.28775468 | 1 |
| Value | Count | Frequency (%) |
| 53.24119947 | 1 | |
| 49.54046257 | 1 | |
| 46.15790247 | 1 | |
| 45.87127539 | 1 | |
| 45.31400277 | 1 | |
| 45.09013439 | 1 | |
| 44.84480528 | 1 | |
| 44.08679776 | 1 | |
| 41.43669431 | 1 | |
| 41.05817404 | 1 |
MACD_signal
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.275839043 |
| Minimum | -17.11594494 |
|---|---|
| Maximum | 46.19932641 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1029 |
| Negative (%) | 43.5% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -17.11594494 |
|---|---|
| 5-th percentile | -8.342053504 |
| Q1 | -2.186076877 |
| median | 0.2745943364 |
| Q3 | 3.984052993 |
| 95-th percentile | 11.98994498 |
| Maximum | 46.19932641 |
| Range | 63.31527135 |
| Interquartile range (IQR) | 6.17012987 |
Descriptive statistics
| Standard deviation | 6.742438161 |
|---|---|
| Coefficient of variation (CV) | 5.284709068 |
| Kurtosis | 6.102146188 |
| Mean | 1.275839043 |
| Median Absolute Deviation (MAD) | 2.927436352 |
| Skewness | 1.436196944 |
| Sum | 3018.635176 |
| Variance | 45.46047236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1002926134 | 1 | < 0.1% |
| 4.372099505 | 1 | < 0.1% |
| -2.473827435 | 1 | < 0.1% |
| -2.343799498 | 1 | < 0.1% |
| -2.150687563 | 1 | < 0.1% |
| -1.925012179 | 1 | < 0.1% |
| -1.682380837 | 1 | < 0.1% |
| -1.346747204 | 1 | < 0.1% |
| -0.9587309842 | 1 | < 0.1% |
| -0.5737470855 | 1 | < 0.1% |
| Other values (2356) | 2356 |
| Value | Count | Frequency (%) |
| -17.11594494 | 1 | |
| -16.98416049 | 1 | |
| -16.95586377 | 1 | |
| -16.488305 | 1 | |
| -16.48186152 | 1 | |
| -15.98071407 | 1 | |
| -15.77580406 | 1 | |
| -15.38054219 | 1 | |
| -14.82265849 | 1 | |
| -14.7952101 | 1 |
| Value | Count | Frequency (%) |
| 46.19932641 | 1 | |
| 44.43885814 | 1 | |
| 43.16345703 | 1 | |
| 42.6817877 | 1 | |
| 42.1410333 | 1 | |
| 41.34779094 | 1 | |
| 40.14526305 | 1 | |
| 38.71375997 | 1 | |
| 37.37050052 | 1 | |
| 36.35395207 | 1 |
| Distinct | 2097 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3208368555 |
| Minimum | -45.049988 |
|---|---|
| Maximum | 129.429993 |
| Zeros | 9 |
| Zeros (%) | 0.4% |
| Negative | 1145 |
| Negative (%) | 48.4% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -45.049988 |
|---|---|
| 5-th percentile | -9.7475045 |
| Q1 | -1.73000825 |
| median | 0.080002 |
| Q3 | 2.440002 |
| 95-th percentile | 9.9250105 |
| Maximum | 129.429993 |
| Range | 174.479981 |
| Interquartile range (IQR) | 4.17001025 |
Descriptive statistics
| Standard deviation | 7.135986873 |
|---|---|
| Coefficient of variation (CV) | 22.24179284 |
| Kurtosis | 53.27331129 |
| Mean | 0.3208368555 |
| Median Absolute Deviation (MAD) | 2.0900035 |
| Skewness | 3.011584032 |
| Sum | 759.1 |
| Variance | 50.92230866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.4% |
| -0.5 | 7 | 0.3% |
| 0.5 | 7 | 0.3% |
| 1 | 6 | 0.3% |
| 0.75 | 6 | 0.3% |
| 0.24 | 5 | 0.2% |
| -0.25 | 5 | 0.2% |
| -0.18 | 4 | 0.2% |
| 0.59 | 4 | 0.2% |
| 0.209999 | 4 | 0.2% |
| Other values (2087) | 2309 |
| Value | Count | Frequency (%) |
| -45.049988 | 1 | |
| -42.75 | 1 | |
| -36.059998 | 1 | |
| -29.950012 | 1 | |
| -29.769989 | 1 | |
| -25.649994 | 1 | |
| -25.529999 | 1 | |
| -25.340011 | 1 | |
| -25.089996 | 1 | |
| -25 | 1 |
| Value | Count | Frequency (%) |
| 129.429993 | 1 | |
| 59.820008 | 1 | |
| 48.700013 | 1 | |
| 46.709991 | 1 | |
| 45.930023 | 1 | |
| 45 | 1 | |
| 37.580017 | 1 | |
| 36.700012 | 1 | |
| 33.190003 | 1 | |
| 30.699981 | 1 |
| Distinct | 2358 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002047957066 |
| Minimum | -0.1932743009 |
|---|---|
| Maximum | 0.2439505423 |
| Zeros | 9 |
| Zeros (%) | 0.4% |
| Negative | 1145 |
| Negative (%) | 48.4% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -0.1932743009 |
|---|---|
| 5-th percentile | -0.04565921799 |
| Q1 | -0.01394756343 |
| median | 0.0009012674855 |
| Q3 | 0.01800826745 |
| 95-th percentile | 0.04802619314 |
| Maximum | 0.2439505423 |
| Range | 0.4372248432 |
| Interquartile range (IQR) | 0.03195583089 |
Descriptive statistics
| Standard deviation | 0.03235681023 |
|---|---|
| Coefficient of variation (CV) | 15.79955496 |
| Kurtosis | 6.652882366 |
| Mean | 0.002047957066 |
| Median Absolute Deviation (MAD) | 0.01613190103 |
| Skewness | 0.674968629 |
| Sum | 4.845466418 |
| Variance | 0.001046963168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.4% |
| -0.009090956938 | 1 | < 0.1% |
| -0.0005720526497 | 1 | < 0.1% |
| 0.02972510112 | 1 | < 0.1% |
| 0.002725248632 | 1 | < 0.1% |
| -0.005586592123 | 1 | < 0.1% |
| 0.02485070832 | 1 | < 0.1% |
| 0.00118519924 | 1 | < 0.1% |
| 0.02989196034 | 1 | < 0.1% |
| -0.005220537557 | 1 | < 0.1% |
| Other values (2348) | 2348 |
| Value | Count | Frequency (%) |
| -0.1932743009 | 1 | |
| -0.1508807245 | 1 | |
| -0.1450709479 | 1 | |
| -0.1430928706 | 1 | |
| -0.1390153536 | 1 | |
| -0.1361371086 | 1 | |
| -0.1297111752 | 1 | |
| -0.1130370465 | 1 | |
| -0.1045034238 | 1 | |
| -0.1023993747 | 1 |
| Value | Count | Frequency (%) |
| 0.2439505423 | 1 | |
| 0.1989486014 | 1 | |
| 0.1920423139 | 1 | |
| 0.1766923246 | 1 | |
| 0.1734714088 | 1 | |
| 0.1703922889 | 1 | |
| 0.1671785359 | 1 | |
| 0.1653378379 | 1 | |
| 0.1618801145 | 1 | |
| 0.1594088456 | 1 |
| Distinct | 2364 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184.7651826 |
| Minimum | 19.67200002 |
|---|---|
| Maximum | 435.1906018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.67200002 |
|---|---|
| 5-th percentile | 25.07684992 |
| Q1 | 34.29105024 |
| median | 216.796099 |
| Q3 | 261.2355024 |
| 95-th percentile | 340.517099 |
| Maximum | 435.1906018 |
| Range | 415.5186018 |
| Interquartile range (IQR) | 226.9444521 |
Descriptive statistics
| Standard deviation | 112.7943303 |
|---|---|
| Coefficient of variation (CV) | 0.6104739468 |
| Kurtosis | -1.284290062 |
| Mean | 184.7651826 |
| Median Absolute Deviation (MAD) | 86.35540173 |
| Skewness | -0.2698955148 |
| Sum | 437154.422 |
| Variance | 12722.56094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.18120014 | 2 | 0.1% |
| 233.0943994 | 2 | 0.1% |
| 193.7087998 | 1 | < 0.1% |
| 195.2094004 | 1 | < 0.1% |
| 194.9562003 | 1 | < 0.1% |
| 194.6766001 | 1 | < 0.1% |
| 194.5062 | 1 | < 0.1% |
| 194.2741999 | 1 | < 0.1% |
| 193.9631998 | 1 | < 0.1% |
| 193.4911997 | 1 | < 0.1% |
| Other values (2354) | 2354 |
| Value | Count | Frequency (%) |
| 19.67200002 | 1 | |
| 19.69680002 | 1 | |
| 19.71040002 | 1 | |
| 19.77000002 | 1 | |
| 19.8278 | 1 | |
| 19.83360002 | 1 | |
| 19.93060002 | 1 | |
| 19.98600004 | 1 | |
| 20.05920002 | 1 | |
| 20.12920014 | 1 |
| Value | Count | Frequency (%) |
| 435.1906018 | 1 | |
| 429.1790015 | 1 | |
| 423.4062018 | 1 | |
| 418.7734021 | 1 | |
| 414.3576013 | 1 | |
| 410.1958008 | 1 | |
| 405.8012006 | 1 | |
| 401.1000006 | 1 | |
| 396.4196008 | 1 | |
| 392.0072003 | 1 |
| Distinct | 2358 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.5046882 |
| Minimum | 20.2700002 |
|---|---|
| Maximum | 576.1570068 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 20.2700002 |
|---|---|
| 5-th percentile | 24.83474987 |
| Q1 | 35.4732506 |
| median | 215.7884988 |
| Q3 | 269.4687538 |
| 95-th percentile | 348.1804955 |
| Maximum | 576.1570068 |
| Range | 555.8870066 |
| Interquartile range (IQR) | 233.9955032 |
Descriptive statistics
| Standard deviation | 115.8508924 |
|---|---|
| Coefficient of variation (CV) | 0.6145783084 |
| Kurtosis | -0.9639721548 |
| Mean | 188.5046882 |
| Median Absolute Deviation (MAD) | 85.35950125 |
| Skewness | -0.1394778517 |
| Sum | 446002.0923 |
| Variance | 13421.42927 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.6440001 | 3 | 0.1% |
| 29.85 | 2 | 0.1% |
| 29.0859999 | 2 | 0.1% |
| 22.6999999 | 2 | 0.1% |
| 28.1120002 | 2 | 0.1% |
| 20.69 | 2 | 0.1% |
| 27.3150005 | 2 | 0.1% |
| 199.3029968 | 1 | < 0.1% |
| 190.2889984 | 1 | < 0.1% |
| 191.8589981 | 1 | < 0.1% |
| Other values (2348) | 2348 |
| Value | Count | Frequency (%) |
| 20.2700002 | 1 | |
| 20.3510001 | 1 | |
| 20.391 | 1 | |
| 20.3930001 | 1 | |
| 20.4100001 | 1 | |
| 20.4420001 | 1 | |
| 20.471 | 1 | |
| 20.4949999 | 1 | |
| 20.4980002 | 1 | |
| 20.532 | 1 |
| Value | Count | Frequency (%) |
| 576.1570068 | 1 | |
| 562.4490051 | 1 | |
| 550.2180053 | 1 | |
| 545.9110046 | 1 | |
| 541.7070007 | 1 | |
| 533.7199981 | 1 | |
| 525.371997 | 1 | |
| 517.3659973 | 1 | |
| 507.3159973 | 1 | |
| 497.749997 | 1 |
| Distinct | 2364 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184.7651826 |
| Minimum | 19.67200002 |
|---|---|
| Maximum | 435.1906018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.67200002 |
|---|---|
| 5-th percentile | 25.07684992 |
| Q1 | 34.29105024 |
| median | 216.796099 |
| Q3 | 261.2355024 |
| 95-th percentile | 340.517099 |
| Maximum | 435.1906018 |
| Range | 415.5186018 |
| Interquartile range (IQR) | 226.9444521 |
Descriptive statistics
| Standard deviation | 112.7943303 |
|---|---|
| Coefficient of variation (CV) | 0.6104739468 |
| Kurtosis | -1.284290062 |
| Mean | 184.7651826 |
| Median Absolute Deviation (MAD) | 86.35540173 |
| Skewness | -0.2698955148 |
| Sum | 437154.422 |
| Variance | 12722.56094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.18120014 | 2 | 0.1% |
| 233.0943994 | 2 | 0.1% |
| 193.7087998 | 1 | < 0.1% |
| 195.2094004 | 1 | < 0.1% |
| 194.9562003 | 1 | < 0.1% |
| 194.6766001 | 1 | < 0.1% |
| 194.5062 | 1 | < 0.1% |
| 194.2741999 | 1 | < 0.1% |
| 193.9631998 | 1 | < 0.1% |
| 193.4911997 | 1 | < 0.1% |
| Other values (2354) | 2354 |
| Value | Count | Frequency (%) |
| 19.67200002 | 1 | |
| 19.69680002 | 1 | |
| 19.71040002 | 1 | |
| 19.77000002 | 1 | |
| 19.8278 | 1 | |
| 19.83360002 | 1 | |
| 19.93060002 | 1 | |
| 19.98600004 | 1 | |
| 20.05920002 | 1 | |
| 20.12920014 | 1 |
| Value | Count | Frequency (%) |
| 435.1906018 | 1 | |
| 429.1790015 | 1 | |
| 423.4062018 | 1 | |
| 418.7734021 | 1 | |
| 414.3576013 | 1 | |
| 410.1958008 | 1 | |
| 405.8012006 | 1 | |
| 401.1000006 | 1 | |
| 396.4196008 | 1 | |
| 392.0072003 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2366 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1340 | |
| 0 | 1026 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1340 | |
| 0 | 1026 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1340 | |
| 0 | 1026 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2366 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1340 | |
| 0 | 1026 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2366 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1340 | |
| 0 | 1026 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2366 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1340 | |
| 0 | 1026 |
| Distinct | 2183 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.6742242 |
| Minimum | 19.559999 |
|---|---|
| Maximum | 650.570007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | 19.559999 |
|---|---|
| 5-th percentile | 24.764 |
| Q1 | 35.32 |
| median | 215.470001 |
| Q3 | 268.26001 |
| 95-th percentile | 351.5279972 |
| Maximum | 650.570007 |
| Range | 631.010008 |
| Interquartile range (IQR) | 232.94001 |
Descriptive statistics
| Standard deviation | 117.2729752 |
|---|---|
| Coefficient of variation (CV) | 0.6182863045 |
| Kurtosis | -0.7240443371 |
| Mean | 189.6742242 |
| Median Absolute Deviation (MAD) | 85.570007 |
| Skewness | -0.06029879437 |
| Sum | 448579.5403 |
| Variance | 13752.9507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.42 | 4 | 0.2% |
| 27.120001 | 3 | 0.1% |
| 34.400002 | 3 | 0.1% |
| 26.6 | 3 | 0.1% |
| 32.459999 | 3 | 0.1% |
| 210.089996 | 3 | 0.1% |
| 28.17 | 3 | 0.1% |
| 27.879999 | 3 | 0.1% |
| 27.57 | 3 | 0.1% |
| 30.66 | 3 | 0.1% |
| Other values (2173) | 2334 |
| Value | Count | Frequency (%) |
| 19.559999 | 1 | |
| 19.870001 | 1 | |
| 20.049999 | 1 | |
| 20.1 | 1 | |
| 20.17 | 1 | |
| 20.23 | 2 | |
| 20.24 | 2 | |
| 20.41 | 1 | |
| 20.43 | 2 | |
| 20.459999 | 1 |
| Value | Count | Frequency (%) |
| 650.570007 | 1 | |
| 640.809998 | 1 | |
| 580.98999 | 1 | |
| 572.200012 | 1 | |
| 569.559998 | 1 | |
| 566.900024 | 1 | |
| 564.820007 | 1 | |
| 558.02002 | 1 | |
| 547.200012 | 1 | |
| 537.919983 | 1 |
| Distinct | 1232 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2238139497 |
| Minimum | -36.059998 |
|---|---|
| Maximum | 59.820008 |
| Zeros | 1030 |
| Zeros (%) | 43.5% |
| Negative | 643 |
| Negative (%) | 27.2% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -36.059998 |
|---|---|
| 5-th percentile | -6.2580014 |
| Q1 | -0.170013 |
| median | 0 |
| Q3 | 0.430001 |
| 95-th percentile | 7.2200074 |
| Maximum | 59.820008 |
| Range | 95.880006 |
| Interquartile range (IQR) | 0.600014 |
Descriptive statistics
| Standard deviation | 4.827808553 |
|---|---|
| Coefficient of variation (CV) | 21.57063293 |
| Kurtosis | 25.88411032 |
| Mean | 0.2238139497 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | 1.438784332 |
| Sum | 529.319991 |
| Variance | 23.30773543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1030 | |
| 0.75 | 4 | 0.2% |
| -0.18 | 4 | 0.2% |
| -0.25 | 4 | 0.2% |
| -0.5 | 4 | 0.2% |
| 0.5 | 4 | 0.2% |
| 2.440002 | 3 | 0.1% |
| -0.75 | 3 | 0.1% |
| 0.59 | 3 | 0.1% |
| 0.209999 | 3 | 0.1% |
| Other values (1222) | 1303 |
| Value | Count | Frequency (%) |
| -36.059998 | 1 | |
| -29.950012 | 1 | |
| -29.769989 | 1 | |
| -25.529999 | 1 | |
| -25.340011 | 1 | |
| -24.379974 | 1 | |
| -24.210022 | 1 | |
| -24 | 1 | |
| -21.789978 | 1 | |
| -19.419983 | 1 |
| Value | Count | Frequency (%) |
| 59.820008 | 1 | |
| 46.709991 | 1 | |
| 45 | 1 | |
| 36.700012 | 1 | |
| 30.699981 | 1 | |
| 30.350006 | 1 | |
| 28.450012 | 1 | |
| 23.109985 | 1 | |
| 23.080017 | 1 | |
| 22.359986 | 1 |
| Distinct | 1306 |
|---|---|
| Distinct (%) | 55.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.4019829 |
| Minimum | -2.259998 |
|---|---|
| Maximum | 529.319991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 74 |
| Negative (%) | 3.1% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -2.259998 |
|---|---|
| 5-th percentile | 1.100001 |
| Q1 | 9.690004 |
| median | 144.599975 |
| Q3 | 200.309982 |
| 95-th percentile | 249.9179712 |
| Maximum | 529.319991 |
| Range | 531.579989 |
| Interquartile range (IQR) | 190.619978 |
Descriptive statistics
| Standard deviation | 91.37545034 |
|---|---|
| Coefficient of variation (CV) | 0.7007213258 |
| Kurtosis | -0.5040275102 |
| Mean | 130.4019829 |
| Median Absolute Deviation (MAD) | 65.349991 |
| Skewness | -0.0450231611 |
| Sum | 308400.6896 |
| Variance | 8349.472925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 129.37999 | 127 | 5.4% |
| 144.599975 | 76 | 3.2% |
| 5.77 | 62 | 2.6% |
| 212.739975 | 60 | 2.5% |
| 244.879989 | 54 | 2.3% |
| 7.540002 | 49 | 2.1% |
| 143.149979 | 47 | 2.0% |
| 180.789991 | 47 | 2.0% |
| 155.119979 | 45 | 1.9% |
| 116.850003 | 40 | 1.7% |
| Other values (1296) | 1758 |
| Value | Count | Frequency (%) |
| -2.259998 | 1 | |
| -2.139999 | 1 | |
| -2.130001 | 1 | |
| -1.869998 | 1 | |
| -1.630001 | 1 | |
| -1.380001 | 1 | |
| -1.340001 | 1 | |
| -1.309999 | 1 | |
| -1.27 | 1 | |
| -1.140002 | 1 |
| Value | Count | Frequency (%) |
| 529.319991 | 1 | |
| 519.559982 | 1 | |
| 459.739974 | 1 | |
| 450.949996 | 1 | |
| 448.309982 | 1 | |
| 445.650008 | 1 | |
| 443.569991 | 1 | |
| 436.770004 | 1 | |
| 425.949996 | 1 | |
| 416.669967 | 1 |
| Distinct | 2357 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001453741968 |
| Minimum | -0.2147715705 |
|---|---|
| Maximum | 0.2182922365 |
| Zeros | 9 |
| Zeros (%) | 0.4% |
| Negative | 1145 |
| Negative (%) | 48.4% |
| Memory size | 18.6 KiB |
Quantile statistics
| Minimum | -0.2147715705 |
|---|---|
| 5-th percentile | -0.04674164143 |
| Q1 | -0.01404889345 |
| median | 0.0009008108717 |
| Q3 | 0.01781017703 |
| 95-th percentile | 0.04681503247 |
| Maximum | 0.2182922365 |
| Range | 0.433063807 |
| Interquartile range (IQR) | 0.03185907048 |
Descriptive statistics
| Standard deviation | 0.03186742826 |
|---|---|
| Coefficient of variation (CV) | 21.92096601 |
| Kurtosis | 5.789235447 |
| Mean | 0.001453741968 |
| Median Absolute Deviation (MAD) | 0.01606038084 |
| Skewness | 0.228439087 |
| Sum | 3.438099753 |
| Variance | 0.001015532984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.4% |
| -0.009132531849 | 1 | < 0.1% |
| -0.0005722163342 | 1 | < 0.1% |
| 0.0292918745 | 1 | < 0.1% |
| 0.002721541875 | 1 | < 0.1% |
| -0.005602255492 | 1 | < 0.1% |
| 0.02454695156 | 1 | < 0.1% |
| 0.001184497446 | 1 | < 0.1% |
| 0.02945390387 | 1 | < 0.1% |
| -0.005234212177 | 1 | < 0.1% |
| Other values (2347) | 2347 |
| Value | Count | Frequency (%) |
| -0.2147715705 | 1 | |
| -0.1635556131 | 1 | |
| -0.1567367934 | 1 | |
| -0.1544257334 | 1 | |
| -0.149678607 | 1 | |
| -0.1463412133 | 1 | |
| -0.1389301399 | 1 | |
| -0.1199520637 | 1 | |
| -0.1103768808 | 1 | |
| -0.1080300476 | 1 |
| Value | Count | Frequency (%) |
| 0.2182922365 | 1 | |
| 0.1756680663 | 1 | |
| 0.1627073877 | 1 | |
| 0.159966372 | 1 | |
| 0.1573389823 | 1 | |
| 0.1545893287 | 1 | |
| 0.1530110346 | 1 | |
| 0.1500394814 | 1 | |
| 0.1479102593 | 1 | |
| 0.1461630429 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Date | Open | High | Low | Close | Adj Close | Volume | EMA_9 | EMA_22 | SMA_5 | SMA_10 | SMA_15 | SMA_30 | RSI | MACD | MACD_signal | PriceDiff | Return | ma50 | MA10 | MA50 | Shares | Close1 | Profit | wealth | LogReturn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 49 | 2010-09-08 | 20.660000 | 20.950001 | 20.600000 | 20.900000 | 20.900000 | 288400 | 19.952238 | 19.827703 | 20.516 | 20.100 | 19.796000 | 19.796667 | 67.149781 | 0.287315 | 0.100293 | -0.190001 | -0.009091 | 19.8336 | 20.270 | 19.8336 | 1 | 20.709999 | -0.190001 | -0.190001 | -0.009133 |
| 1 | 50 | 2010-09-09 | 21.000000 | 21.049999 | 20.690001 | 20.709999 | 20.709999 | 376200 | 20.047505 | 19.879988 | 20.800 | 20.270 | 19.912667 | 19.808334 | 65.047025 | 0.301901 | 0.140736 | -0.539999 | -0.026074 | 19.7700 | 20.351 | 19.7700 | 1 | 20.170000 | -0.539999 | -0.730000 | -0.026420 |
| 2 | 51 | 2010-09-10 | 20.750000 | 20.930000 | 19.760000 | 20.170000 | 20.170000 | 386600 | 20.114063 | 19.920247 | 20.852 | 20.351 | 20.042000 | 19.808000 | 58.093807 | 0.267530 | 0.166157 | 0.549999 | 0.027268 | 19.6968 | 20.393 | 19.6968 | 1 | 20.719999 | 0.549999 | -0.180001 | 0.026903 |
| 3 | 52 | 2010-09-13 | 20.889999 | 20.900000 | 20.500000 | 20.719999 | 20.719999 | 360800 | 20.119680 | 19.932301 | 20.674 | 20.393 | 20.134000 | 19.802000 | 54.812404 | 0.280736 | 0.189117 | 0.400002 | 0.019305 | 19.6720 | 20.495 | 19.6720 | 1 | 21.120001 | 0.400002 | 0.220001 | 0.019121 |
| 4 | 53 | 2010-09-14 | 20.540001 | 21.600000 | 20.530001 | 21.120001 | 21.120001 | 654700 | 20.179938 | 19.970135 | 20.608 | 20.495 | 20.242000 | 19.828000 | 67.142869 | 0.319319 | 0.215198 | 0.859999 | 0.040720 | 19.7104 | 20.620 | 19.7104 | 1 | 21.980000 | 0.859999 | 1.080000 | 0.039912 |
| 5 | 54 | 2010-09-15 | 20.980000 | 22.000000 | 20.790001 | 21.980000 | 21.980000 | 684600 | 20.274264 | 20.025115 | 20.724 | 20.620 | 20.308000 | 19.834667 | 68.055568 | 0.413573 | 0.254922 | -1.039999 | -0.047316 | 19.8278 | 20.870 | 19.8278 | 1 | 20.940001 | -1.039999 | 0.040001 | -0.048472 |
| 6 | 55 | 2010-09-16 | 22.150000 | 23.160000 | 20.840000 | 20.940001 | 20.940001 | 2684500 | 20.445358 | 20.118183 | 20.940 | 20.870 | 20.493333 | 19.835667 | 58.947383 | 0.400756 | 0.284118 | -0.710001 | -0.033906 | 19.9306 | 20.919 | 19.9306 | 1 | 20.230000 | -0.710001 | -0.670000 | -0.034495 |
| 7 | 56 | 2010-09-17 | 21.020000 | 21.320000 | 19.799999 | 20.230000 | 20.230000 | 1198500 | 20.494958 | 20.157147 | 20.986 | 20.919 | 20.562667 | 19.825000 | 53.625166 | 0.330156 | 0.293333 | 0.829999 | 0.041028 | 19.9860 | 20.836 | 19.9860 | 1 | 21.059999 | 0.829999 | 0.159999 | 0.040209 |
| 8 | 57 | 2010-09-20 | 20.670000 | 21.350000 | 20.160000 | 21.059999 | 21.059999 | 947500 | 20.468397 | 20.160587 | 20.998 | 20.836 | 20.594667 | 19.817667 | 57.465487 | 0.336585 | 0.301988 | -0.289999 | -0.013770 | 20.0592 | 20.837 | 20.0592 | 1 | 20.770000 | -0.289999 | -0.130000 | -0.013866 |
| 9 | 58 | 2010-09-21 | 20.889999 | 21.549999 | 20.670000 | 20.770000 | 20.770000 | 796000 | 20.527689 | 20.202905 | 21.066 | 20.837 | 20.685333 | 19.866667 | 58.195686 | 0.314874 | 0.304567 | -0.899999 | -0.043332 | 20.1336 | 20.860 | 20.1336 | 1 | 19.870001 | -0.899999 | -1.029999 | -0.044299 |
Last rows
| df_index | Date | Open | High | Low | Close | Adj Close | Volume | EMA_9 | EMA_22 | SMA_5 | SMA_10 | SMA_15 | SMA_30 | RSI | MACD | MACD_signal | PriceDiff | Return | ma50 | MA10 | MA50 | Shares | Close1 | Profit | wealth | LogReturn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2356 | 2405 | 2020-01-17 | 507.609985 | 515.669983 | 503.160004 | 510.500000 | 510.500000 | 13629100 | 462.507214 | 407.331880 | 514.583990 | 491.000998 | 468.974666 | 420.026334 | 70.617602 | 39.728136 | 36.353952 | 36.700012 | 0.071890 | 392.007200 | 497.749997 | 392.007200 | 1 | 547.200012 | 36.700012 | 425.949996 | 0.069424 |
| 2357 | 2406 | 2020-01-21 | 530.250000 | 548.580017 | 528.409973 | 547.200012 | 547.200012 | 17803500 | 467.306492 | 411.817450 | 521.053992 | 497.749997 | 474.278666 | 425.942000 | 80.768158 | 41.436694 | 37.370501 | 22.359986 | 0.040863 | 396.419601 | 507.315997 | 396.419601 | 1 | 569.559998 | 22.359986 | 448.309982 | 0.040050 |
| 2358 | 2407 | 2020-01-22 | 571.890015 | 594.500000 | 559.099976 | 569.559998 | 569.559998 | 31369000 | 475.295844 | 417.703648 | 525.521997 | 507.315997 | 482.066667 | 433.169668 | 82.307199 | 44.086798 | 38.713760 | 2.640014 | 0.004635 | 401.100001 | 517.365997 | 401.100001 | 1 | 572.200012 | 2.640014 | 450.949996 | 0.004624 |
| 2359 | 2408 | 2020-01-23 | 564.250000 | 582.000000 | 555.599976 | 572.200012 | 572.200012 | 19651000 | 484.722260 | 424.306098 | 531.850000 | 517.365997 | 492.390666 | 440.958667 | 81.575902 | 45.871275 | 40.145263 | -7.380005 | -0.012898 | 405.801201 | 525.371997 | 405.801201 | 1 | 564.820007 | -7.380005 | 443.569991 | -0.012981 |
| 2360 | 2409 | 2020-01-24 | 570.630005 | 573.859985 | 554.260010 | 564.820007 | 564.820007 | 14353600 | 493.470035 | 430.736269 | 542.590002 | 525.371997 | 502.648667 | 448.714334 | 77.761062 | 46.157902 | 41.347791 | -6.799987 | -0.012039 | 410.195801 | 533.719998 | 410.195801 | 1 | 558.020020 | -6.799987 | 436.770004 | -0.012112 |
| 2361 | 2410 | 2020-01-27 | 541.989990 | 564.440002 | 539.280029 | 558.020020 | 558.020020 | 13608100 | 500.605032 | 436.565996 | 552.856006 | 533.719998 | 511.619334 | 455.913668 | 74.460169 | 45.314003 | 42.141033 | 8.880004 | 0.015913 | 414.357601 | 541.707001 | 414.357601 | 1 | 566.900024 | 8.880004 | 445.650008 | 0.015788 |
| 2362 | 2411 | 2020-01-28 | 568.489990 | 576.809998 | 558.080017 | 566.900024 | 566.900024 | 11788500 | 506.346531 | 441.846606 | 562.360010 | 541.707001 | 519.286668 | 462.757668 | 73.404463 | 44.844805 | 42.681788 | 14.089966 | 0.024854 | 418.773402 | 545.911005 | 418.773402 | 1 | 580.989990 | 14.089966 | 459.739974 | 0.024551 |
| 2363 | 2412 | 2020-01-29 | 575.690002 | 589.799988 | 567.429993 | 580.989990 | 580.989990 | 17801500 | 512.401880 | 447.283711 | 566.300012 | 545.911005 | 526.977336 | 469.665002 | 72.209166 | 45.090134 | 43.163457 | 59.820008 | 0.102962 | 423.406202 | 550.218005 | 423.406202 | 1 | 640.809998 | 59.820008 | 519.559982 | 0.097999 |
| 2364 | 2413 | 2020-01-30 | 632.419983 | 650.880005 | 618.000000 | 640.809998 | 640.809998 | 29005700 | 519.260691 | 453.097028 | 568.586011 | 550.218005 | 534.439335 | 477.085002 | 82.015666 | 49.540463 | 44.438858 | 9.760009 | 0.015231 | 429.179001 | 562.449005 | 429.179001 | 1 | 650.570007 | 9.760009 | 529.319991 | 0.015116 |
| 2365 | 2414 | 2020-01-31 | 640.000000 | 653.000000 | 632.520020 | 650.570007 | 650.570007 | 15719300 | 531.415622 | 461.258461 | 582.308008 | 562.449005 | 544.350667 | 485.728668 | 83.725850 | 53.241199 | 46.199326 | 129.429993 | 0.198949 | 435.190602 | 576.157007 | 435.190602 | 1 | NaN | NaN | NaN | NaN |